The [Pima Indians Diabetes Database] (Pima Indians Diabetes Database | Kaggle) data failed to fulfill the assumptions of regression analysis.
The issues are how to use a suitable random generator approach to solve the issues so that the modified data will meet the requirements of regression analysis.
Question: How to conduct a random generator in R so that I can get the Pima Indians Diabetes Database that fulfills the assumptions of regression analysis.
your point 2 and 3 seem to be the same content with different words... or is there a relevant difference ?
Some questions for you ...
What assumptions of regression analysis are you referring to? How do you know that those assumptions are violated by the database in question ?
how might a 'suitable random generator' address those defects ?